The application of two-level attention models in deep convolutional neural network for fine-grained image classification T Xiao, Y Xu, K Yang, J Zhang, Y Peng, Z Zhang Proceedings of the IEEE conference on computer vision and pattern …, 2015 | 885 | 2015 |

Error-driven incremental learning in deep convolutional neural network for large-scale image classification T Xiao, J Zhang, K Yang, Y Peng, Z Zhang Proceedings of the 22nd ACM international conference on Multimedia, 177-186, 2014 | 273 | 2014 |

Scale-invariant convolutional neural networks Y Xu, T Xiao, J Zhang, K Yang, Z Zhang arXiv preprint arXiv:1411.6369, 2014 | 140 | 2014 |

Optimizing Data Shuffling in Data-Parallel Computation by Understanding User-Defined Functions. J Zhang, H Zhou, R Chen, X Fan, Z Guo, H Lin, JY Li, W Lin, J Zhou, ... NSDI 12, 22-22, 2012 | 102 | 2012 |

Ab initio calculations on the open end of single-walled BN nanotubes S Hou, Z Shen, J Zhang, X Zhao, Z Xue Chemical physics letters 393 (1-3), 179-183, 2004 | 98 | 2004 |

A corrected NEGF+ DFT approach for calculating electronic transport through molecular devices: Filling bound states and patching the non-equilibrium integration R Li, J Zhang, S Hou, Z Qian, Z Shen, X Zhao, Z Xue Chemical Physics 336 (2-3), 127-135, 2007 | 86 | 2007 |

Large scale recurrent neural network on GPU B Li, E Zhou, B Huang, J Duan, Y Wang, N Xu, J Zhang, H Yang 2014 International Joint Conference on Neural Networks (IJCNN), 4062-4069, 2014 | 75 | 2014 |

First-principles calculation of the conductance of a single 4, 4 bipyridine molecule S Hou, J Zhang, R Li, J Ning, R Han, Z Shen, X Zhao, Z Xue, Q Wu Nanotechnology 16 (2), 239, 2005 | 72 | 2005 |

An accurate and efficient self-consistent approach for calculating electron transport through molecular electronic devices: including the corrections of electrodes J Zhang, S Hou, R Li, Z Qian, R Han, Z Shen, X Zhao, Z Xue Nanotechnology 16 (12), 3057, 2005 | 71 | 2005 |

Attentional neural network: Feature selection using cognitive feedback Q Wang, J Zhang, S Song, Z Zhang Advances in neural information processing systems 27, 2014 | 66 | 2014 |

Stability and electronic structure of single-walled InN nanotubes Z Qian, S Hou, J Zhang, R Li, Z Shen, X Zhao, Z Xue Physica E: Low-dimensional Systems and Nanostructures 30 (1-2), 81-85, 2005 | 62 | 2005 |

Spotting code optimizations in data-parallel pipelines through periscope Z Guo, X Fan, R Chen, J Zhang, H Zhou, S McDirmid, C Liu, W Lin, J Zhou, ... Presented as part of the 10th {USENIX} Symposium on Operating Systems Design …, 2012 | 61 | 2012 |

Analysis on the contribution of molecular orbitals to the conductance of molecular electronic devices R Li, S Hou, J Zhang, Z Qian, Z Shen, X Zhao The Journal of chemical physics 125 (19), 194113, 2006 | 61 | 2006 |

First-principles calculations on the open end of single-walled AlN nanotubes S Hou, J Zhang, Z Shen, X Zhao, Z Xue Physica E: Low-dimensional Systems and Nanostructures 27 (1-2), 45-50, 2005 | 56 | 2005 |

Nondeterminism in mapreduce considered harmful? an empirical study on non-commutative aggregators in mapreduce programs T Xiao, J Zhang, H Zhou, Z Guo, S McDirmid, W Lin, W Chen, L Zhou Companion Proceedings of the 36th International Conference on Software …, 2014 | 47 | 2014 |

Data-parallel computation management J Zhang, H Zhou, Z Guo, H Lin, L Zhou US Patent 9,383,982, 2016 | 43 | 2016 |

Enhanced-RCNN: an efficient method for learning sentence similarity S Peng, H Cui, N Xie, S Li, J Zhang, X Li Proceedings of The Web Conference 2020, 2500-2506, 2020 | 33 | 2020 |

Minerva: A scalable and highly efficient training platform for deep learning M Wang, T Xiao, J Li, J Zhang, C Hong, Z Zhang NIPS Workshop, Distributed Machine Learning and Matrix Computations, 51, 2014 | 31 | 2014 |

First-principles calculation of the transport properties of molecular wires between Au clusters under equilibrium Z Ning, J Chen, S Hou, J Zhang, Z Liang, J Zhang, R Han Physical Review B 72 (15), 155403, 2005 | 31 | 2005 |

Impression store: Compressive sensing-based storage for big data analytics J Zhang, Y Yan, LJ Chen, M Wang, T Moscibroda, Z Zhang 6th {USENIX} Workshop on Hot Topics in Cloud Computing (HotCloud 14), 2014 | 24 | 2014 |